Maschenka Balkenhol

Diagnostic Assessment of Deep Learning Algorithms for Detection of Lymph Node Metastases in Women With Breast Cancer

Babak Ehteshami Bejnordi, Mitko Veta, Paul Johannes van Diest et al. · JAMA · 2017 · 3.3K citations · Full text

Medicine, Computer Science, Pathology +17

From Detection of Individual Metastases to Classification of Lymph Node Status at the Patient Level: The CAMELYON17 Challenge

Péter Bándi, Oscar Geessink, Quirine F. Manson et al. · IEEE Transactions on Medical Imaging · 2018 · 552 citations · Full text

Medicine, Biomedical Sciences, Oncology +17

1399 H&E-stained sentinel lymph node sections of breast cancer patients: the CAMELYON dataset

Geert Litjens, Péter Bándi, Babak Ehteshami Bejnordi et al. · GigaScience · 2018 · 383 citations · Full text

Medicine, Computer Science, Pathology +17

HookNet: Multi-resolution convolutional neural networks for semantic segmentation in histopathology whole-slide images

Mart van Rijthoven, Maschenka Balkenhol, Karīna Siliņa et al. · Data Archiving and Networked Services (DANS) · 2021 · 215 citations · Full text

Computing, Computer Science, Pathology +16

Context-aware stacked convolutional neural networks for classification of breast carcinomas in whole-slide histopathology images

Babak Ehteshami Bejnordi, Guido Zuidhof, Maschenka Balkenhol et al. · Journal of Medical Imaging · 2017 · 182 citations · Full text

Medicine, Oncology, Pathology +17